Information & Management

Article	Citations
Encoding consumer interests into product snippets with a multi-criteria genetic optimization approach	680
The Goldilocks question: How optimal length and answerer match boost reader payments on paid Q&A platforms	157
Corrigendum to “Does the industrial big data environment matter? An evaluation of its effect on the production performance” [Information & Management 62 (2025) 104159]	156
Answers are wanted: The role of bounty amount and temporal scarcity in knowledge contribution	144
Trust in physicians across generations: The role of internet use in reshaping physician–patient relationships	124
Who cares if we get hacked? The development and testing of a measure of information security apathy	123
Speciesism toward AI: The mechanism of AI affection expression on user satisfaction	102
Exploring the discourse on digital transformation in nonprofit organizations	89
The Impact of Linguistic Complexity on Leadership in Online Q&A communities: Comparing Knowledge Shaping and Knowledge Adding	88
The puzzle of experience vs. memory: Peak-end theory and strategic gamification design in M-commerce	85
Actively open-minded thinking is key to combating fake news: A multimethod study	78
Blockchain-driven decentralized identity management: An interdisciplinary review and research agenda	76
Editorial Board	75
Social commerce model for business outcomes: Validated structure–conduct–outcome framework using mixed methods design	73
Resilience through an online platform: Evidence from airbnb and hotels	72
Towards new frontiers: How attainment discrepancy affects exploratory behavior in crowdfunding	71
Data avatars: A theory-guided design and assessment for multidimensional data visualization	70
Why we cannot stop repetitive scrolling on short-form video apps: The roles of content types and recommendation systems	68
Visibility of knowledge in social media: Conceptualization and instrument development	67
Patient privacy protection: Generating available medical treatment plans based on federated learning and CBR	63
Digital detox: A theoretical framework and future research directions for Information Systems	60
The impact of value homophily, rational and emotional persuasion on information passing of social media advertisements: A model comparison approach	57
Does additional audio really work? A study on users' cognitive behavior with audio-visual dual-channel in panoramic digital museum	56
What translates big data into business value? A meta-analysis of the impacts of business analytics on firm performance	55
Healthier together: Social support, self-regulation and goal management for chronic conditions in online health communities	55

GAI identity threat: When and why do individuals feel threatened?	53
Signal startup quality in syndicate equity crowdfunding: The effect of lead investors’ network centrality and reputation	52
Collaborative online shopping with virtual reality: An explorative investigation using fNIRS-based hyperscanning	51
Not all innovations are the same: Exploring employees’ ambidextrous innovation behavior in enterprise collaboration platforms	51
Leveraging the metaverse ecosystem: How institutional factors, adoption of metaverse-related technologies, and absorptive capacity drive performance in high-tech small and medium-sized enterprises	50
Keep scrolling: An investigation of short video users’ continuous watching behavior	50
Value co-creation for digital innovation: An interorganizational boundary-spanning perspective	50
Theoretical and practical applications of blockchain in healthcare information management	48
Can digitalization drive corporate transparency? Exploring the impact of digital transformation on information disclosure quality	46
Online-to-Offline Platforms: Examining the Effects of Demand-Side Usage on Supply-Side Decisions	45
Editorial Board	45
How to strategically respond to online hotel reviews: A strategy-aware deep learning approach	45
The power of prediction with Google searches and social media posts: Retail investor interest and IPO pricing	43
When carrots and sticks meet: A mixed-methods study on internet taxi drivers’ job engagement in the IT-driven sharing economy	41
An ensemble deep learning model for fast classification of Twitter spam	40
The golden-mean fallacy: A medium-attractiveness face predicts less funding on a crowdfunding platform	38
Next output is better? Overgeneration effect in generative artificial intelligence interaction	36
Ethical consumerism, supply chains, and deceptions with RFID-based systems	36
Balancing the commitment to the common good and the protection of personal privacy: Consumer adoption of sustainable, smart connected cars	35
Impact of artificial intelligence (AI) on operational performance: The role of dynamic capabilities	34
The impacts of live chat on service–product purchase: Evidence from a large online outsourcing platform	34
An integrated model of ambivalence and deterrence of bystander inaction in delegitimizing doxing	34
Digital human resource strategy: Conceptualization, theoretical development, and an empirical examination of its impact on firm performance	33
The bright side of emotional extremity: Evidence from tipping in live streaming platform	32
An enhanced governance measure for deep synthesis applications: Addressing the moderating effect of moral sensitivity through message framing	32
Examining how emotions affect online audience retention: Empirical evidence from livestreaming electronic commerce platforms	32
The platform's store-brand supplier selection and quality information provision decisions	32
Incumbent business ecosystems in the face of new entry: An event study of Google's autonomous car announcement	30
Toward a campus crisis management system amid the pandemic and beyond	30
Online consumer demand during and after natural disasters: Evidence from the COVID-19 pandemic	29
Bias in online reviews: The roles played by consumers and products in reviewing online games	29
Capturing the self-others dichotomy of social media use: Affordances-actualizations-outcomes model	29
The information processing of fake news: How intervention order influences perception over time	29
How does business-IT alignment influence supply chain resilience?	28
Click-through rate prediction with multi-behavior sequences and shared interest learning	28
Momentum effects in crowdsourcing contest platforms	28
Information disclosure and blockchain technology adoption strategy for competing platforms	28
Effects of information technology platforms and governance on relational value creation in digital supply chains	28
VISTA: An inclusive insider threat taxonomy, with mitigation strategies	27
Socio-technical investigation of cyberbullying among adults: A qualitative content analysis of the legal responses to a complex social problem	27
Does centralization of online content regulation affect political hate speech in a country? A public choice perspective	27
The diffusion of malicious content on Twitter and its impact on security	26
Can data analytics raise marketing agility?-A sense-and-respond perspective	26
Capabilities and metrics in DevOps: A design science study	25
Toward multilevel research on private information disclosure: A systematic review and future agenda	25
Blockchain technology for bridging trust, traceability and transparency in circular supply chain	25
Examining the case of French hesitancy toward IDaaS solutions: Technical and social contextual factors of the organizational IDaaS privacy calculus	25
The flight of women from the information technology profession: nuances and global perspectives	25
Uncovering the dual influence processes for click-through intention in the mobile social platform: An elaboration likelihood model perspective	25
From comparison to purchasing: Effects of online behavior toward associated co-visited products on consumer purchase	25

The persuasive art of linguistics: an empirical study of project narration and donors’ contributions in the online charitable crowdfunding market	25
How do live-streaming platforms facilitate persuasion in political campaigns? Theory and empirical evidence from the perspective of affordance actualization	24
The impact of physicians’ value co-creation behavior on their online performance in intelligent collaborative healthcare	24
The impact of generative artificial intelligence on software development performance: a study based on the theory of technology dominance	24
How social learning drives customer engagement in short video commerce: An attitude transfer perspective	23
A reliability-enhanced deep ensemble learning framework for recommendation	23
How do crowdfunding models impact crowdfunding performance? The mediating role of backers’ ambiguity and herding effects	23
Leveraging spillover effects of ambulatory electronic health records to manage inpatient costs at hospitals: The role of health information sharing	23
Editorial Board	23
Exploring liminal experience of entrepreneurs in information and communication technology innovation in underdeveloped regions	23
Will I regret not buying? Unpacking the dual pathways of anticipated regret that influence online impulsive buying	23
Do mobile device icons help or hurt? Evidence from empirical analyses and design via interpretable machine learning	23
Are real-time volunteer apps really helping visually impaired people? A social justice perspective	23
The duality of ICT-mediated overload: Its nature and consequences	23
How does buffering-bridging alignment influence supply chain resilience? A polynomial regression analysis	22
The “holiday effect” in consumer satisfaction: Evidence from review ratings	22
Same technostress situation but different responses: A trait activation theoretical perspective on IT mindfulness in remote work	22
The relative values of big data analytics versus traditional marketing analytics to firm innovation: An empirical study	22
What makes video gaming productive or addictive? Differential effect of self-determined motivation and need frustration on adolescents’ video gaming	22
Editorial Board	21
Factors influencing health care professionals’ adoption of mobile platform of medical and senior care in China	21
Navigating digital turbulence and seizing new possibilities: Special issue from the Pacific Asia Conference on Information Systems	21
How to attract low prosocial funders in crowdfunding? Matching among funders, project descriptions, and platform types	21
Why do some watch while others donate? An S-O-R Perspective of live streaming engagement	21
Robo-advisors and investment intention: A perspective of value-based adoption	21
Editorial Board	21
How have firms transformed and executed IT-enabled remote work initiatives during the COVID-19 pandemic? Conceptualization and empirical evidence from Spain	20
A collective portfolio selection approach for investment clubs	20
From emotion to reflection: leveraging EmotionPrompt strategy to empower self-determination in decision-making with generative artificial intelligence	20
When do Employees Perceive Technology as Stressful? A Meta-Analysis of work-related Technostress Antecedents	19
Knowledge sharing leads to engagement during Covid-19 for online gamers	19
Impact of original versus reposted social endorsements on content consumption: The moderating role of Endorsers’ network characteristics	19
Escape or return? Users’ intermittent discontinuance behavior in strong-ties social functions	19
Entrepreneurial emotional bias from mass shootings: Evidence from Kickstarter	19
“What I’ve received doesn’t match what I saw online”: Effects of purchase-risk notices on reducing online returns	19
The dark side of virtual status systems: Exploring the impact of status loss on user engagement	19
Shopping through mobile augmented reality: The impacts of AR embedding and embodiment attributes on consumer-based brand equity	18
Impact of online information on the pricing and profits of firms with different levels of brand reputation	18
Instant messaging in the workplace: Facilitating tasks but depleting resources	18
Understanding how algorithmic injustice leads to making discriminatory decisions: An obedience to authority perspective	17
Fighting for the status quo: Threat to tech self-esteem and opposition to competing smartphones	17
Exploring the influence of gamification-enabled customer experience on continuance intention towards digital platforms for e-government: An empirical investigation	17
Investigating employees’ occupational risks and benefits resulting from artificial intelligence: An empirical analysis	17
Information systems artifact as a product attribute: An empirical analysis of the effects of information systems availability	17
What makes a Tweet so sweet: The neurocognitive effects of hedonic information consumption	17
Does the industrial big data environment matter? An evaluation of its effect on the production performance	17
How does supplier integration influence supply chain robustness and resilience? The moderating roles of information technology agility and managerial ties	16
Leveraging structural IT capabilities to promote novelty and efficiency in business model design: A knowledge-based view	16
How do consumers perceive and process online overall vs. individual text-based reviews? Behavioral and eye-tracking evidence	16
Factors influencing seniors’ switching to m-government services: A mixed-methods study through the lens of push-pull-mooring framework	16
Value co-creation in a digital ecosystem: Exploring autonomous co-creation in a digital influencer ecosystem	16
Good becomes better? Temporarily acquired virtual badges and the signaling effects on online healthcare platforms	16
Turning digital in times of crisis: A values-based theory of telehealth adoption during the Covid-19 pandemic	16
The dark side of crowdsourcing of complex tasks: A systematic literature review	16
Corrigendum to “Lower than expected but still willing to use: User acceptance toward current intelligent conversational agents” [Information & Management Volume 61 issue 8(2024) 104033]	16
Trolling in social media: A deindividuation and contagion perspective	16
I'm not fluent: How linguistic fluency, new media literacy, and personality traits influence fake news engagement behavior on social media	16
Unveiling the underlying cognitive processes of creative idea generation using mobile collaboration platforms	16
Adapting mental health needs analysis activities to online and hybrid methods: Lessons learned during Covid-19	16
Suspicious trading in nonfungible tokens (NFTs)	15
Detecting fake news on social media: a novel uncertainty-aware machine-crowd hybrid-intelligence-based method	15
Unraveling the behavioral influence of social media on phishing susceptibility: A Personality-Habit-Information Processing model	15
The marketing effects of live streaming in online marketplaces	15
Examining the impacts of fitness app features on user well-being	15
Effect of linguistic disfluency on consumer satisfaction: Evidence from an online knowledge payment platform	15
Streaming together: Unraveling social experiences in social live streaming services	15
Identification of Travel Styles by Learning from Consumer-generated Images in Online Travel Communities	15
Fake news believability: The effects of political beliefs and espoused cultural values	15
Employee Participation in Digital Transformation: From Digitalization Sentiment to Transformation Predisposition	14
Fostering information security compliance as organizational citizenship behavior	14
Investigating the effects of clickbait on user engagement in health communication: A mixed-method study	14
The impact of ambidexterity on bid-winning performance: Evidence from an online crowdsourcing platform	14
The Dark Side of Artificial Autonomy: Formation and Coping of Relationship-related Technostress between Humans and AI	14
Higher Price: A Benefit of Online Value Co-Creation Activities in Sponsored Communities	14
How to react to a shock? Effects of Airbnb hosts’ choices and market segmentation at the time of Covid-19	13
AIoT-enabled smart surveillance for personal data digitalization: Contextual personalization-privacy paradox in smart home	13
A new exploration of signaling theory in social commerce facilitated cross-border retailing: A four-stage approach	13
Token fraud identification and implications for post-crowdfunding performance	13
The value of teamwork: evidence from crowdsourcing contests	13
A review of cybercrime research: Synthesis and future directions	13

Increasing immersive virtual reality platform loyalty: The role of embodiment	13
Breaking bad habits: A field experiment about how routinized work practices can be made more eco-efficient through IS for sensemaking	12
More than watching: An empirical and experimental examination on the impacts of live streaming user-generated video consumption	12
In-game content purchase motivations (IGCPMs): Conceptualization, scale development, and validation	12
When emotions don’t match: Effects of multimodal emotional misalignment in virtual streamers on viewer engagement	12
An attractive proposition? Persuading retail consumers to prefer reward-based crowdfunding for owning upcoming technologies	12
Disrupting the disruptor: The role of information systems in facilitating second-mover advantage	12
Editorial Board	12
Examining the evolving influence of early-stage team context on individuals’ IS usage over time during implementation	12
Me versus we: How group detachment and social presence shape integration strategies in short-term technology-mediated groups	12
Identifying the peripheral cues in the credibility assessment of online health information	12
Seeking decision-making performance: Examining the role of E-commerce capability, digital business intensity, and organizational agility	12
People analytics, trust erosion and intention to leave: the role of information asymmetry	12
Impulse buying in live streaming commerce: A literature review and research agenda	12
Facilitating the comprehension of business process models for unexperienced modelers using token-based animations	12
Do cryptocurrency rewards improve platform valuations?	11
Editorial Board	11
Effect of writing style on social support in online health communities: A theoretical linguistic analysis framework	11
Topic diversity and review usefulness: A text-based analysis	11
Effect of blockchain-based donation system on trustworthiness of NPOs	11
Editorial Board	11
Enabling digital transformation: Organizational implementation of the internet of things	11
Understanding the postadoption use of gamified learning systems against the conflicting role of the game layer	10
Strategic business value from big data analytics: An empirical analysis of the mediating effects of value creation mechanisms	10
Understanding critical risks of business process outsourcing from the vendor perspective: A dyadic comparison Delphi study	10
Green IT/IS adoption and environmental performance: The synergistic roles of IT–business strategic alignment and environmental motivation	10
Role of users’ status quo on continuance intentions	10
In whose bed shall I sleep tonight? The impact of transaction-specific versus partner-specific information on pricing on a sharing platform	10
Editorial Board	10
E-participation and corruption: Unravelling the role of power dynamics and disinformation	10
Market value and environmental performance of carbon management systems: An international investigation	10
Advertising green products on brands’ official social media accounts or mega-influencer accounts?	10
Can B2B online communities reduce enterprises’ default behavior༟—— From social network perspective	10
Disentangling the impact of bidding price on advertising performance in E-commerce search advertising: The moderating role of product competitiveness	10
Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category	10
Leveraging synergy to drive digital transformation: A systems-theoretic perspective	9
Competing on price and guarantee compensation: Heeding cloud consumer's quality perception	9
How does the number of attribute ratings affect a product’s overall rating? Evidence from Tripadvisor	9
Self-disclosure in online social networks: The needs-affordances-features perspective	9
Editorial Board	9
How Embeddedness Influences IT-Induced Work–Home Boundary Reduction, Work–Home Conflict, and Job Outcomes	9
Investigating the impacts of fundraisers’ self-donations on donors’ contribution in charitable crowdfunding: A warm glow perspective	9
How to enhance antiphishing training performance? The roles of performance facilitators and message-specific coping responses	9
Case-based learning for cybersecurity leaders: A systematic review and research agenda	9
Editorial Board	9
Agile systems development: Privacy theoretical lens to challenge the full information disclosure paradigm.	9
The impact of IT–business strategic alignment on firm performance: The evolving role of IT in industries	9
To shine or not to shine: Startup success prediction by exploiting technological and venture-capital-related features	8
The SmartSI Compass: A method for generating smart service innovation ideas	8
Ranking hotel products by integrating online ratings from multiple platforms	8
Product information and green consumption: An integrated perspective of regulatory focus, self-construal, and temporal distance	8
Asymmetric cross-side network effects on online knowledge-sharing platforms and the role of platform recommendations	8
Understanding the Power of Diverging Voices: Exploring the Interplay of Regulatory Focus, Product Type, and Review Variance on Product Attitude	8
Determinants and consequences of routine and advanced use of business intelligence (BI) systems by management accountants	8
Do women and men click differently? Mobile devices mitigate gender differences in online dating	8
When digital technologies meet lean production: A socio-technical system perspective for operational efficiency and innovativeness	8
Do virtual goods entice more online donations? Perspectives of mental imagery and project appeal	8
Effects of temporal features and product image zooming in online time scarcity deals: A construal fit account	8
Dissemination of health messages in online social network: A study of healthcare providers’ content generation and dissemination on Twitter	8
Pseudo-community trust and member self-disclosure: An empirical study	8
Impact of AI-generated content restriction policy on user contribution: Evidence from an online knowledge-sharing platform	7
Optimal revenue model for Q&A platforms: Paid or free viewership?	7
Blockchain applications: The impact of a firm’s choice of financial accounting system on nonprofessional investor judgment and decision-making	7
Does privacy breach affect firm performance? An analysis incorporating event-induced changes and event clustering	7
Advancing an LDA-GMM-CorEx topic model with prior domain knowledge in information systems research	7
Digitalization and financial performance: A supply chain perspective	7
A temporal graph framework for intelligence extraction in social media networks	7
Examining the role of E-government in controlling corruption: A longitudinal study	7
Addressing bias in generative AI: Challenges and research opportunities in information management	7
Editorial Board	7
Exploring the impacts of a recommendation system on an e-platform based on consumers’ online behavioral data	7
Rating deviation and manipulated reviews on the Internet—A multi-method study	7
A real bargain: Understanding the impacts of short-term price discounts on physicians’ health service sales on online health platforms	7
Eliciting pro-environmental behavior with immersive technology: The roles of awe, empathy with nature, and perceived consumer effectiveness	7
Tell me what I want to hear: The effects of matching reviews on consumers’ decision making	7
Community health workers’ continuance of mobile health applications: An extended expectation confirmation model	7
Product involvement and routine use of a niche product from a well-known company: The moderating effect of gender	6
Stop it or not? Effect of platform’s governance on firms’ online review manipulation	6
Participative leadership and employees’ cyberloafing: A self-concept-based theory perspective	6
Love at first sight: A text analytical study of campaign title impact on crowdfunding success	6
Administrator-users contribute more to online communities	6
How should companies deploy their digital supply chain platforms to gain competitive advantages? An asset orchestration perspective	6
Firm profiling and competition assessment: A design science approach	6
Self-disclosure in online social networks: An empirical study of location-based check-ins and impression management	6
Understanding the impact of advertising recommendation sources on consumers' click-through intentions on social media: Focusing on the differences in privacy controls	6
Is “compromised algorithmic control” equivalent to “compromised performance”? The effect of algorithmic control on the performance of crowdsourced workers	6
How enterprise social media facilitate proactive socialization behavior and compensate for mentoring: The role of communication visibility	6
Empathy, CIO CEO relationship, and digital transformation	6
Understanding the nature of information interdependencies and developing control portfolios for modularized information systems development projects	6
Editorial Board	6
How can cross-cultural virtual learning teams collaborate effectively: A longitudinal study	6
Stylometric characteristics of code-switched offensive language in social media	6
Mobile app portfolio management and developers’ performance: An empirical study of the apple app store	6
Intellectual capital and team resilience capability of information system development project teams	6
The impact of blockchain technology on competing suppliers on an E-commerce platform	6